Session 51 - Gradient Descent - Prof. Pravendra Singh - 17 Jan 2026

1 Session 00 - Orientation Session - 08 Jun 2025

2 Session 00 - Introductory Session - 29 Jun 2025

3 Session 01 - Python Foundations (Part 1) - 05 Jul 2025 - Sandeep Giri

4 Session 02 - Python Foundations (Part 2) - 06 Jul 2025 - Sandeep Giri

5 Session 03 - Python Foundations (Part-3) - Sandeep Giri - 19 Jul 2025

6 Session 04 - Python Foundations (Part-4) - Sandeep Giri - 20 Jul 2025

7 Session 05 - Python Foundations (Part-5) - Sandeep Giri - 26 Jul 2025

8 Session 06 - Python Foundations (Part-6) - Sandeep Giri - 27 Jul 2025

9 Catch-Up Session 01 - 31 Jul 2025 - Sandeep Giri

10 Session 07 - Python Foundations (Part-7) - Sandeep Giri - 02 Aug 2025

11 Session 08 - Python Foundations (Part-8) - Sandeep Giri - 03 Aug 2025

12 Session 09 - Python Foundations (Part-9) - Sandeep Giri - 09 Aug 2025

13 Session 10 - Python Foundations (Part-10) - Sandeep Giri - 10 Aug 2025

14 Session 11 - Python Foundations (Part-11) - Sandeep Giri - 16 Aug 2025

15 Session 12 - Python Foundations (Part-12) - Sandeep Giri - 17 Aug 2025

16 Session 13 - Python Foundations (Part-13) - Sandeep Giri - 23 Aug 2025

17 Session 14 - Python Foundations (Part-14) - Sandeep Giri - 24 Aug 2025

18 Session 15 - Python Foundations (Part-15) - Sandeep Giri - 30 Aug 2025

19 Session 16 - Python Foundations (Part-16) - Sandeep Giri - 31 Aug 2025

20 Session 17 - Python Foundations (Part-17) - Sandeep Giri - 6 Sep 2025

21 Session 18 - Python Foundations (Part-18) - Sandeep Giri - 7 Sep 2025

22 Session 19 - Python Foundations (Part-19) - Sandeep Giri - 13 Sep 2025

23 Session 20 - Python Foundations (Part-20) - Sandeep Giri - 14 Sep 2025

24 Session 21 - Python Foundations (Part-21) - Sandeep Giri - 20 Sep 2025

25 Session 22 - Python Foundations (Part-22) - Sandeep Giri - 21 Sep 2025

26 Session 23 - Python Foundations (Part-23) - Sandeep Giri - 27 Sep 2025

27 Session 24 - Python Foundations (Part-24) - Sandeep Giri - 28 Sep 2025

28 Session 25 - Python Foundations (Part-25) - Sandeep Giri - 04 Oct 2025

29 Session 26 - Python Foundations (Part-26) - Sandeep Giri - 05 Oct 2025

30 Session 27 - Python Foundations (Part-27) - Sandeep Giri - 11 Oct 2025

31 Session 28 - Python Foundations (Part-28) - Sandeep Giri - 12 Oct 2025

32 Session 29 - Python Foundations (Part-29) - Sandeep Giri - 18 Oct 2025

33 Session 30 - Python Foundations (Part-30) - Sandeep Giri - 25 Oct 2025

34 Session 31 - Python Foundations (Part-31) - Sandeep Giri - 26 Oct 2025

35 Session 32 - Python Foundations (Part-32) - Sandeep Giri - 01 Nov 2025

36 Session 33 - Python Foundations (Part-33) - Sandeep Giri - 02 Nov 2025

37 Session 34 - Python Foundations (Part-34) - Sandeep Giri - 08 Nov 2025

38 Session 35 - Python Foundations (Part-35) - Sandeep Giri - 09 Nov 2025

39 Session 36 - Python Foundations (Part-36) - Sandeep Giri - 15 Nov 2025

40 Session 37 - Python Foundations (Part-37) - Sandeep Giri - 16 Nov 2025

41 Session 38 - Ancient Secrets of Prediction - linear regression - Sandeep Giri - 22 Nov 2025

42 Session 39 - Ancient Secrets of Prediction Part 2- linear regression - Sandeep Giri - 23 Nov 2025

43 Session 40 - Ancient Secrets of Prediction Part 3- linear regression - Sandeep Giri - 29 Nov 2025

44 Session 41 - Gradient Descent - Sandeep Giri - 30 Nov 2025

45 Session 42 - Gradient Descent Part 2 and End to End ML Project - Sandeep Giri - 06 Dec 2025

46 Session 43 - End to End ML Project Part 2 - Sandeep Giri - 07 Dec 2025

47 Session 44 - End to End ML Project Part 3 - Sandeep Giri - 13 Dec 2025

48 Session 45 - End to End ML Project Part 4 - Sandeep Giri - 14 Dec 2025

49 Session 46 - End to End ML Project Part 5 - Sandeep Giri - 20 Dec 2025

50 Session 47 - End to End ML Project Part 6 - Sandeep Giri - 21 Dec 2025

51 Session 48 - End to End ML Project Part 7 - Sandeep Giri - 03 Jan 2026

52 Session 49 - Classification Part 1 - Prof. Pravendra Singh - 10 Jan 2026

53 Session 50 - Classification Part 2 - Prof. Pravendra Singh - 11 Jan 2026

54 Session 51 - Gradient Descent - Prof. Pravendra Singh - 17 Jan 2026

55 Session 52 - Gradient Descent Part 2 - Prof. Pravendra Singh - 18 Jan 2026

56 Session 53 - Training Models - Prof. Pravendra Singh - 24 Jan 2026

57 Session 54 - SVM Classification - Prof. Pravendra Singh - 25 Jan 2026

58 Session 55 - SVM Classification and Regression - Prof. Pravendra Singh - 31 Jan 2026

59 Session 56 - Decision Trees - Prof. Pravendra Singh - 01 Feb 2026

60 Session 57 - Decision Trees Part 2 - Prof. Pravendra Singh - 07 Feb 2026

61 Session 58 - Ensemble Learning - Prof. Pravendra Singh - 08 Feb 2026

62 Session 59 - Ensemble Learning Part 2 - Prof. Pravendra Singh - 15 Feb 2026

63 Session 60 - Dimensionality Reduction - Prof. Pravendra Singh - 22 Feb 2026

64 Session 61 - Dimensionality Reduction Part 2 - Prof. Pravendra Singh - 28 Feb 2026

65 Session 62 - Artificial Neural Network - Prof. Pravendra Singh - 01 Mar 2026